Distribution-Aware Testing of Neural Networks Using Generative Models

1 code implementation • 26 Feb 2021 • Swaroopa Dola, Matthew B. Dwyer, Mary Lou Soffa

Using deep generative model based input validation, we show that all the three techniques generate significant number of invalid test inputs.

DNN Testing valid